Decentralized federated learning for healthcare networks: A case study on tumor segmentation BC Tedeschini, S Savazzi, R Stoklasa, L Barbieri, I Stathopoulos, M Nicoli, ... IEEE access 10, 8693-8708, 2022 | 81 | 2022 |
Addressing data association by message passing over graph neural networks BC Tedeschini, M Brambilla, L Barbieri, M Nicoli 2022 25th International Conference on Information Fusion (FUSION), 01-07, 2022 | 9 | 2022 |
A feasibility study of 5G positioning with current cellular network deployment B Camajori Tedeschini, M Brambilla, L Italiano, S Reggiani, D Vaccarono, ... Scientific reports 13 (1), 15281, 2023 | 8 | 2023 |
Cooperative lidar sensing for pedestrian detection: Data association based on message passing neural networks BC Tedeschini, M Brambilla, L Barbieri, G Balducci, M Nicoli IEEE Transactions on Signal Processing, 2023 | 6 | 2023 |
Implicit vehicle positioning with cooperative lidar sensing L Barbieri, BC Tedeschini, M Brambilla, M Nicoli ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 6 | 2023 |
On the latent space of mmwave MIMO channels for NLOS identification in 5G-advanced systems BC Tedeschini, M Nicoli, MZ Win IEEE Journal on Selected Areas in Communications, 2023 | 6 | 2023 |
A tutorial on 5G positioning L Italiano, BC Tedeschini, M Brambilla, H Huang, M Nicoli, H Wymeersch arXiv preprint arXiv:2311.10551, 2023 | 5 | 2023 |
Deep-Learning-Based Radio Map Reconstruction for V2X Communications S Roger, M Brambilla, BC Tedeschini, C Botella-Mascarell, M Cobos, ... IEEE Transactions on Vehicular Technology, 2023 | 4 | 2023 |
Cooperative deep-learning positioning in mmWave 5G-advanced networks BC Tedeschini, M Nicoli IEEE Journal on Selected Areas in Communications, 2023 | 4 | 2023 |
Message passing neural network versus message passing algorithm for cooperative positioning BC Tedeschini, M Brambilla, M Nicoli IEEE Transactions on Cognitive Communications and Networking, 2023 | 3 | 2023 |
On the Impact of Data Heterogeneity in Federated Learning Environments with Application to Healthcare Networks UM Barbieri, BC Tedeschini, M Nicoli, S Savazzi arXiv preprint arXiv:2404.18519, 2024 | | 2024 |
Deep Learning-based Cooperative LiDAR Sensing for Improved Vehicle Positioning L Barbieri, B Camajori Tedeschini, M Brambilla, M Nicoli IEEE Transactions on Signal Processing 72, 1666 - 1682, 2024 | | 2024 |
Deep-Learning-Based Radio Map Reconstruction for V2X Communications S Roger Varea, M Brambilla, B Camajori Tedeschini, C Botella Mascarell, ... Institute of Electrical and Electronics Engineers (IEEE), 2024 | | 2024 |
A Traffic Model based Approach to Parameter Server Design in Federated Learning Processes BC Tedeschini, S Savazzi, M Nicoli IEEE Communications Letters, 2023 | | 2023 |
Federated learning architectures and algorithms for diagnostic imaging in healthcare networks B CAMAJORI TEDESCHINI | | 2020 |